HPC / Scientific Computing

Aug 13, 2025
Streamline CUDA-Accelerated Python Install and Packaging Workflows with Wheel Variants
If you’ve ever installed an NVIDIA GPU-accelerated Python package, you’ve likely encountered a familiar dance: navigating to pytorch.org, jax.dev,...
15 MIN READ

Aug 13, 2025
Streamlining Quantum Error Correction and Application Development with CUDA-QX 0.4
As quantum processor unit (QPU) builders and algorithm developers work to create large-scale, commercially viable quantum supercomputers, they are increasingly...
7 MIN READ

Aug 06, 2025
What’s New and Important in CUDA Toolkit 13.0
The newest update to the CUDA Toolkit, version 13.0, features advancements to accelerate computing on the latest NVIDIA CPUs and GPUs. As a major release, it...
18 MIN READ

Aug 04, 2025
CUDA Pro Tip: Increase Performance with Vectorized Memory Access
Many CUDA kernels are bandwidth bound, and the increasing ratio of flops to bandwidth in new hardware results in more bandwidth bound kernels. This makes it...
6 MIN READ

Aug 04, 2025
Navigating GPU Architecture Support: A Guide for NVIDIA CUDA Developers
If you’ve used the NVIDIA CUDA Compiler (NVCC) for your NVIDIA GPU application recently, you may have encountered a warning message like the following: nvcc...
6 MIN READ

Aug 04, 2025
NVIDIA CUDA-Q 0.12 Expands Toolset for Developing Hardware-Performant Quantum Applications
NVIDIA CUDA-Q 0.12 introduces new simulation tools for accelerating how researchers develop quantum applications and design performant quantum hardware. With...
7 MIN READ

Jul 31, 2025
Just Released: NVIDIA HPC SDK v25.7
The HPC SDK v25.7 includes support for CUDA 12.9U1, updated library components, bugfixes, and performance improvements.
1 MIN READ

Jul 29, 2025
FourCastNet 3 Enables Fast and Accurate Large Ensemble Weather Forecasting with Scalable Geometric ML
FourCastNet3 (FCN3) is the latest AI global weather forecasting system from NVIDIA Earth-2. FCN3 offers an unprecedented combination of probabilistic skill,...
7 MIN READ

Jul 28, 2025
How New GB300 NVL72 Features Provide Steady Power for AI
The electrical grid is designed to support loads that are relatively steady, such as lighting, household appliances, and industrial machines that operate at...
8 MIN READ

Jul 22, 2025
Building Robotic Mental Models with NVIDIA Warp and Gaussian Splatting
This post explores a promising direction for building dynamic digital representations of the physical world, a topic gaining increasing attention in recent...
4 MIN READ

Jul 11, 2025
Forecasting the Weather Beyond Two Weeks Using NVIDIA Earth-2
Being able to predict extreme weather events is essential as such conditions become more common and destructive. Subseasonal climate forecasting—predicting...
9 MIN READ

Jul 10, 2025
From Terabytes to Turnkey: AI-Powered Climate Models Go Mainstream
In the race to understand our planet’s changing climate, speed and accuracy are everything. But today’s most widely used climate simulators often struggle:...
7 MIN READ

Jul 10, 2025
InfiniBand Multilayered Security Protects Data Centers and AI Workloads
In today’s data-driven world, security isn't just a feature—it's the foundation. With the exponential growth of AI, HPC, and hyperscale cloud computing, the...
6 MIN READ

Jul 07, 2025
NVIDIA cuQuantum Adds Dynamics Gradients, DMRG, and Simulation Speedup
NVIDIA cuQuantum is an SDK of optimized libraries and tools that accelerate quantum computing emulations at both the circuit and device level by orders of...
5 MIN READ

Jul 02, 2025
Advanced NVIDIA CUDA Kernel Optimization Techniques: Handwritten PTX
As accelerated computing continues to drive application performance in all areas of AI and scientific computing, there's a renewed interest in GPU optimization...
11 MIN READ

Jun 27, 2025
Just Released: NVIDIA PhysicsNeMo v25.06
New functionality to curate and train DoMINO at scale and validate against a physics-based benchmark suite.
1 MIN READ